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Tian T, Lin X, Huang T, Zhang K, Shi C, Wang P, Chen S, Guo T, Li Z, Qin P, Liang B, Zhang W, Hao Y. The risk of injuries during work and its association with precipitation: New insight from a sentinel-based surveillance and a case-crossover design. Front Public Health 2023; 11:1117948. [PMID: 36935708 PMCID: PMC10018157 DOI: 10.3389/fpubh.2023.1117948] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/09/2023] [Indexed: 03/06/2023] Open
Abstract
Background Injuries during work are often exogenous and can be easily influenced by environmental factors, especially weather conditions. Precipitation, a crucial weather factor, has been linked to unintentional injuries, yet evidence of its effect on work-related injuries is limited. Therefore, we aimed to clarify the impact of precipitation on injuries during work as well as its variation across numerous vulnerability features. Methods Records on the work-related injury during 2016-2020 were obtained from four sentinel hospitals in Guangzhou, China, and were matched with the daily weather data during the same period. We applied a time-stratified case-crossover design followed by a conditional logistic regression to evaluate the association between precipitation and work-related injuries. Covariates included wind speed, sunlight, temperature, SO 2, NO 2, and PM 2.5. Results were also stratified by multiple factors to identify the most vulnerable subgroups. Results Daily precipitation was a positive predictor of work-related injuries, with each 10 mm increase in precipitation being associated with an increase of 1.57% in the rate of injuries on the same day and 1.47-1.14% increase of injuries on subsequent 3 days. The results revealed that precipitation had a higher effect on work-related injuries in winter (4.92%; 95%CI: 1.77-8.17%). The elderly (2.07%; 95%CI: 0.64-3.51%), male (1.81%; 95%CI: 0.96-2.66%) workers or those with lower educational levels (2.58%; 95%CI: 1.59-3.54%) were more likely to suffer from injuries on rainy days. There was a higher risk for work-related injuries caused by falls (2.63%; 95%CI: 0.78-4.52%) or the use of glass products (1.75%; 95%CI: 0.49-3.02%) on rainy days. Conclusions Precipitation was a prominent risk factor for work-related injury, and its adverse effect might endure for 3 days. Certain sub-groups of workers were more vulnerable to injuries in the rain.
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Affiliation(s)
- Tian Tian
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiao Lin
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Tingyuan Huang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, China
| | - Kai Zhang
- Department of Environmental Health Sciences, University at Albany, The State University of New York, Rensselaer, NY, United States
| | - Congxing Shi
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Pengyu Wang
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shimin Chen
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Tong Guo
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhiqiang Li
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Pengzhe Qin
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, China
| | - Boheng Liang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, China
- *Correspondence: Boheng Liang
| | - Wangjian Zhang
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
- Wangjian Zhang
| | - Yuantao Hao
- Guangdong Key Laboratory of Medicine, Department of Medical Statistics, Center for Health Information Research, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
- Sun Yat-sen Global Health Institute, Sun Yat-sen University, Guangzhou, Guangdong, China
- Peking University Center for Public Health and Epidemic Preparedness and Response, Peking University, Beijing, China
- Yuantao Hao
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Yanagawa Y, Jitsuiki K, Muramatsu KI, Ikegami S, Kushida Y, Nagasawa H, Nishio R, Takeuchi I, Ohsaka H, Oode Y, Omori K. Survey of trauma patients injured by falling or flying objects in Japan based on the Japan Trauma Data Bank. Eur J Trauma Emerg Surg 2020; 48:667-677. [PMID: 33026458 DOI: 10.1007/s00068-020-01519-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/26/2020] [Indexed: 11/25/2022]
Abstract
PURPOSE We retrospectively investigated patients injured by falling/flying objects using the Japan Trauma Data Bank (JTDB). METHODS The study collected information of the JTEB from January 2004 to May 2019. The subjects were divided into two groups: the unexpected accident (UA) group included cases in which the patient was injured by an unexpected accident; the labor accident (LA) group included cases in which the patient was injured at work. RESULTS A total of 1997 patients were enrolled as subjects (UA group, n = 383; LA group, n = 1134). In both groups, head injuries were the most frequent type of injury, followed by chest injuries. The median head abbreviated injury scale of the UA group was significantly higher than that of the LA group. In the UA group, the percentage of female patients, average age, and average TRISS value were significantly greater in comparison to the LA group. The frequency of emergency operations in the UA group was significantly lower in comparison to the LA group. The frequency of head injuries in the UA group was significantly greater than that in the LA group. The frequencies of upper extremity and lower extremity injuries in the UA group were significantly lower than those in the LA group. CONCLUSION This is the first report to analyze trauma patients injured by falling/flying objects using the JTDB. Public health and emergency providers can use this information to anticipate the health-care needs after falling/flying object injuries.
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Affiliation(s)
- Youichi Yanagawa
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan.
| | - Kei Jitsuiki
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Ken-Ichi Muramatsu
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Saya Ikegami
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Yoshihiro Kushida
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Hiroki Nagasawa
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Ryoto Nishio
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Ikuto Takeuchi
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Hiromichi Ohsaka
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Yasumasa Oode
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
| | - Kazuhiko Omori
- Department of Acute Critical Care Medicine, Shizuoka Hospital, Juntendo University, 1129 Nagaoka, Izunokuni City, Shizuoka, 410-2295, Japan
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